Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9884447 0.9363473 0.7764905
bt 0.9366706 0.7649573 0.4455934
maxnet 0.9455409 0.8184885 NA
gam 0.9539193 0.7726046 0.5114693
glm 0.9400585 0.7911606 0.4073420

Variable Importance

Partial Dependence